Triple
T23512797
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | Peter Barkworth |
E572473
|
entity |
| Predicate | notableWork |
P4
|
FINISHED |
| Object |
Telford's Change
Telford's Change is a British television drama series starring Peter Barkworth as a middle-aged banker reassessing his life and career.
|
E1591538
|
NE FINISHED |
How this triple was built (4 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Telford's Change | Statement: [Peter Barkworth, notableWork, Telford's Change]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: Telford's Change Context triple: [Peter Barkworth, notableWork, Telford's Change]
-
A.
Steel Town
Steel Town is a nickname for Youngstown, Ohio, reflecting its historic role as a major American steel-producing city.
-
B.
Steel Town
Steel Town is a residential and industrial township in Karachi’s Malir District, originally developed to house employees of the Pakistan Steel Mills.
-
C.
The Town and the City
The Town and the City is Jack Kerouac’s debut novel, a semi-autobiographical work that bridges traditional realist storytelling with the more experimental style of his later Beat Generation writings.
-
D.
Broad Town
Broad Town is a small rural village in Wiltshire, England, known for its picturesque countryside and traditional English village character.
-
E.
Newington Green
Newington Green is a historic area in north London known for its radical political and religious dissent, including its association with early Unitarianism and figures like Mary Wollstonecraft.
- F. None of above. chosen
- G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg
Description generation
gpt-5.1
Instruction
Generate a one-sentence description of the target entity. You are given a context triple in the form (subject, predicate, object), where the object is the target entity. # Instructions Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. Avoid repeating the information from the triple, unless really essential. # Response Format Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Telford's Change Triple: [Peter Barkworth, notableWork, Telford's Change]
Generated description
Telford's Change is a British television drama series starring Peter Barkworth as a middle-aged banker reassessing his life and career.
NED2
Entity disambiguation (via description)
gpt-5-mini-2025-08-07
Target entity: Telford's Change Target entity description: Telford's Change is a British television drama series starring Peter Barkworth as a middle-aged banker reassessing his life and career.
-
A.
Steel Town
Steel Town is a nickname for Youngstown, Ohio, reflecting its historic role as a major American steel-producing city.
-
B.
Steel Town
Steel Town is a residential and industrial township in Karachi’s Malir District, originally developed to house employees of the Pakistan Steel Mills.
-
C.
The Town and the City
The Town and the City is Jack Kerouac’s debut novel, a semi-autobiographical work that bridges traditional realist storytelling with the more experimental style of his later Beat Generation writings.
-
D.
Broad Town
Broad Town is a small rural village in Wiltshire, England, known for its picturesque countryside and traditional English village character.
-
E.
Newington Green
Newington Green is a historic area in north London known for its radical political and religious dissent, including its association with early Unitarianism and figures like Mary Wollstonecraft.
- F. None of above. chosen
Provenance (5 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69e245b5e4208190bac8a6509867e394 |
completed | April 17, 2026, 2:37 p.m. |
| NER | Named-entity recognition | batch_69f1aa7f583881909e78e8fe2e6e25fe |
completed | April 29, 2026, 6:51 a.m. |
| NED1 | Entity disambiguation (via context triple) | batch_6a0cdf46f18c81908dfe27a37d667f18 |
completed | May 19, 2026, 10:08 p.m. |
| NEDg | Description generation | batch_6a0ce1e95ad48190bcf2f07f169b8276 |
completed | May 19, 2026, 10:19 p.m. |
| NED2 | Entity disambiguation (via description) | batch_6a0ce26bb9bc8190826a14b9c894bfd9 |
completed | May 19, 2026, 10:21 p.m. |
Created at: April 17, 2026, 6:08 p.m.